Research integrates inorganic nanomaterials and polymer-grafted nanocomposites with anti-virulence small-molecule discovery to improve detection and control of biofilm-driven infections and cancer. Focus on targeted contrast agents, quorum-sensing inhibition, and structure–property tuning for translational diagnostics and biopharmaceutics.